athresh Goto Github PK

actorwebsite

advancedoptml

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

athresh.github.io

Personal website

basketball-frvr-playing-bot

Solution to the facebook game Basketball FRVR

boostsrl

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

digit-recognition-on-mnist-dataset

Digit recognition on MNIST dataset.

diw

Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".

favorita

BoostSRL on favorita dataset

fbsentimentanalysis

Sentiment analysis on facebook posts.

flappy-bird-evolution

Genetic algorithm masters Flappy Bird

git-cheat-sheet

:octocat: git and git flow cheat sheet

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

kaggletitanic

Predicting survival of passengers on titanic using Kaggle's dataset.

ml-for-engineers

mspn

Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains

optimizationml

Material for my course: Optimization in Machine Learning

orient

planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

reddit_crawlers

will try to make interesting reddit crawlers that give some insight

redditrover

A plugin based Reddit Bot Framework.

snake-pygame

An interactive pygame version of the classic snake game and a bot that plays it.

spflow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

starling.utdallas.edu

Development repository for the STARLinG Lab's webpage. Built wtih Jekyll, jQuery, and the minimal-mistakes Jekyll theme.

visualization-of-imdb-movies-data

Visualization of the key metrics in imdb movies data using ggplot2 and plotly in R.